\relax 
\providecommand\hyper@newdestlabel[2]{}
\providecommand*\HyPL@Entry[1]{}
\HyPL@Entry{0<</S/D>>}
\providecommand \oddpage@label [2]{}
\@writefile{toc}{\contentsline {section}{\numberline {1}引言}{3}{section.1}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {1.1}会议背景与意义}{3}{subsection.1.1}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {1.2}综述目标}{4}{subsection.1.2}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {1.3}综述范围}{4}{subsection.1.3}\protected@file@percent }
\gdef \LT@i {\LT@entry 
    {1}{41.25273pt}\LT@entry 
    {1}{55.07912pt}\LT@entry 
    {1}{69.3055pt}\LT@entry 
    {1}{174.58061pt}\LT@entry 
    {1}{69.3055pt}\LT@entry 
    {1}{69.3055pt}}
\@writefile{toc}{\contentsline {section}{\numberline {2}研究主题分类与分类分析}{5}{section.2}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {2.1}主题分类}{5}{subsection.2.1}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {2.2}论文总览与分类表}{5}{subsection.2.2}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {1}{\ignorespaces 跨会议论文分类总览}}{18}{table.1}\protected@file@percent }
\newlabel{tab:papers}{{1}{18}{跨会议论文分类总览}{table.1}{}}
\citation{cho2022dkm}
\citation{cho2022dkm}
\citation{chen2024MoteNN}
\@writefile{toc}{\contentsline {section}{\numberline {3}各主题详细分析}{19}{section.3}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {3.1}主题一：并行算法}{19}{subsection.3.1}\protected@file@percent }
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.1.1}ICLR}{19}{subsubsection.3.1.1}\protected@file@percent }
\citation{kang2024RT-MDM}
\citation{Zhongzhi2023NetBosster}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.1.2}DAC}{20}{subsubsection.3.1.2}\protected@file@percent }
\citation{pmlr-v162-patil22b}
\citation{kwon2024tinytrain}
\@writefile{toc}{\contentsline {subsection}{\numberline {3.2}主题二：编程模型与框架}{23}{subsection.3.2}\protected@file@percent }
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.2.1}ICML}{23}{subsubsection.3.2.1}\protected@file@percent }
\citation{shala2023transfer}
\citation{mehta2022mobilevit}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.2.2}ICLR}{24}{subsubsection.3.2.2}\protected@file@percent }
\citation{sheng2022FaHa}
\citation{lin2022device}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.2.3}DAC}{26}{subsubsection.3.2.3}\protected@file@percent }
\citation{zheng2024streamnet}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.2.4}NIPS}{27}{subsubsection.3.2.4}\protected@file@percent }
\citation{susskind2023uleen}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.2.5}TACO}{28}{subsubsection.3.2.5}\protected@file@percent }
\citation{wu2023fedcomp}
\citation{kong2023edgecompress}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.2.6}TCAD}{29}{subsubsection.3.2.6}\protected@file@percent }
\citation{ye_eco-fl_2023}
\citation{ye_eco-fl_2023}
\@writefile{toc}{\contentsline {subsection}{\numberline {3.3}主题三：硬件优化与协同设计}{30}{subsection.3.3}\protected@file@percent }
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.1}ICPP}{30}{subsubsection.3.3.1}\protected@file@percent }
\citation{cai2022network}
\citation{lou2022dictformer}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.2}ICLR}{32}{subsubsection.3.3.2}\protected@file@percent }
\citation{li2024Spark}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.3}DAC}{33}{subsubsection.3.3.3}\protected@file@percent }
\citation{zhao2024sal}
\citation{qararyah2024efficient}
\citation{lee2024resa}
\citation{yu2023multiply}
\citation{giordano2024tinyforge}
\citation{jiang2022high}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.4}TACO}{34}{subsubsection.3.3.4}\protected@file@percent }
\citation{sun2023efficient}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.5}ASPLOS}{37}{subsubsection.3.3.5}\protected@file@percent }
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.6}TCAD}{38}{subsubsection.3.3.6}\protected@file@percent }
\citation{chen2024bbs}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.7}MICRO}{39}{subsubsection.3.3.7}\protected@file@percent }
\citation{xia_chronusfed_2024}
\citation{islam_fedclust_2024}
\citation{hao_hasfl_2024}
\citation{jang_fedclassavg_2023}
\citation{lv_fedca_2024}
\citation{chen_gradient_2024}
\citation{yao_rethinking_2024}
\@writefile{toc}{\contentsline {subsection}{\numberline {3.4}主题四：分布式系统}{40}{subsection.3.4}\protected@file@percent }
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.4.1}ICPP}{40}{subsubsection.3.4.1}\protected@file@percent }
\citation{nguyen_feddrl_2022}
\citation{yu_asfl_2023}
\citation{zhang_learning_2023}
\citation{hu_spread_2023}
\citation{li_federated_2024}
\citation{du_credit-based_2023}
\citation{su_online_2023}
\citation{xia_chronusfed_2024}
\citation{islam_fedclust_2024}
\citation{hao_hasfl_2024}
\citation{jang_fedclassavg_2023}
\citation{lv_fedca_2024}
\citation{chen_gradient_2024}
\citation{yao_rethinking_2024}
\citation{nguyen_feddrl_2022}
\citation{yu_asfl_2023}
\citation{zhang_learning_2023}
\citation{hu_spread_2023}
\citation{li_federated_2024}
\citation{du_credit-based_2023}
\citation{su_online_2023}
\citation{10.1145/3489517.3530394}
\citation{10.1145/3649329.3655917}
\citation{10.1145/3649329.3655934}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.4.2}DAC}{57}{subsubsection.3.4.2}\protected@file@percent }
\citation{10631004}
\citation{10631028}
\citation{10630980}
\citation{10631003}
\citation{10631001}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.4.3}ICDCS}{59}{subsubsection.3.4.3}\protected@file@percent }
\citation{10.1145/3627703.3650082}
\citation{10.1145/3627703.3629575}
\citation{10.1145/3627703.3650081}
\citation{10.1145/3627703.3629559}
\citation{10.1145/3552326.3567485}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.4.4}EuroSys}{62}{subsubsection.3.4.4}\protected@file@percent }
\citation{10046104}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.4.5}SC}{66}{subsubsection.3.4.5}\protected@file@percent }
\citation{9923843}
\citation{Harald2024TinyBFT}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.4.6}MICRO}{67}{subsubsection.3.4.6}\protected@file@percent }
\citation{luan2024using}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.4.7}RTAS}{68}{subsubsection.3.4.7}\protected@file@percent }
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.4.8}ICLR}{68}{subsubsection.3.4.8}\protected@file@percent }
\citation{Mendis2024DR}
\citation{wang2023IP}
\citation{chan2022FHDDnn}
\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.4.9}DAC}{69}{subsubsection.3.4.9}\protected@file@percent }
\citation{hao_hasfl_2024}
\citation{xia_chronusfed_2024}
\citation{islam_fedclust_2024}
\citation{nguyen_feddrl_2022}
\@writefile{toc}{\contentsline {section}{\numberline {4}会议比较与总结}{72}{section.4}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {4.1}交叉研究点}{72}{subsection.4.1}\protected@file@percent }
\citation{hao_hasfl_2024}
\citation{ye_eco-fl_2023}
\citation{chen_gradient_2024}
\citation{yao_rethinking_2024}
\citation{Harald2024TinyBFT}
\citation{pmlr-v162-patil22b}
\citation{mehta2022mobilevit}
\@writefile{toc}{\contentsline {subsection}{\numberline {4.2}差异总结}{73}{subsection.4.2}\protected@file@percent }
\citation{li2024Spark}
\citation{zhao2024sal}
\citation{wu2023fedcomp}
\citation{kong2023edgecompress}
\citation{chen_gradient_2024}
\citation{yao_rethinking_2024}
\citation{du_credit-based_2023}
\citation{li_federated_2024}
\citation{kwon2024tinytrain}
\citation{chan2022FHDDnn}
\@writefile{toc}{\contentsline {section}{\numberline {5}研究趋势与挑战}{75}{section.5}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.1}研究趋势}{75}{subsection.5.1}\protected@file@percent }
\citation{lou2022dictformer}
\@writefile{toc}{\contentsline {subsection}{\numberline {5.2}领域挑战}{76}{subsection.5.2}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {6}总结与展望}{78}{section.6}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {6.1}总结}{78}{subsection.6.1}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {6.2}未来展望}{78}{subsection.6.2}\protected@file@percent }
\bibstyle{IEEEtranN}
\bibdata{references-hzw,references-wl,references-lyh,references-dzy}
\bibcite{cho2022dkm}{{1}{2022}{{Cho et~al.}}{{Cho, Alizadeh-Vahid, Adya, and Rastegari}}}
\bibcite{chen2024MoteNN}{{2}{2024{}}{{Chen et~al.}}{{Chen, Ding, Zheng, Li, and Liang}}}
\bibcite{kang2024RT-MDM}{{3}{2024}{{Kang et~al.}}{{Kang, Lee, Koo, Chwa, and Lee}}}
\bibcite{Zhongzhi2023NetBosster}{{4}{2023{}}{{Yu et~al.}}{{Yu, Fu, Yuan, You, and Lin}}}
\bibcite{pmlr-v162-patil22b}{{5}{2022}{{Patil et~al.}}{{Patil, Jain, Dutta, Stoica, and Gonzalez}}}
\bibcite{kwon2024tinytrain}{{6}{2024}{{Kwon et~al.}}{{Kwon, Li, Venieris, Chauhan, Lane, and Mascolo}}}
\bibcite{shala2023transfer}{{7}{2023}{{Shala et~al.}}{{Shala, Elsken, Hutter, and Grabocka}}}
\bibcite{mehta2022mobilevit}{{8}{2022}{{Mehta and Rastegari}}{{}}}
\bibcite{sheng2022FaHa}{{9}{2022}{{Sheng et~al.}}{{Sheng, Yang, Wu, Mao, Shi, Hu, Jiang, and Yang}}}
\bibcite{lin2022device}{{10}{2022}{{Lin et~al.}}{{Lin, Zhu, Chen, Wang, Gan, and Han}}}
\bibcite{zheng2024streamnet}{{11}{2024}{{Zheng et~al.}}{{Zheng, Liu, Hsu, and Yeh}}}
\bibcite{susskind2023uleen}{{12}{2023}{{Susskind et~al.}}{{Susskind, Arora, Miranda, Bacellar, Villon, Katopodis, de~Ara{\'u}jo, Dutra, Lima, Fran{\c {c}}a, et~al.}}}
\bibcite{wu2023fedcomp}{{13}{2023}{{Wu et~al.}}{{Wu, Yang, Jin, Zou, Xia, and Fang}}}
\bibcite{kong2023edgecompress}{{14}{2023}{{Kong et~al.}}{{Kong, Liu, Huai, Luo, Subramaniam, Makaya, Lin, and Liu}}}
\bibcite{ye_eco-fl_2023}{{15}{}{{Ye et~al.}}{{Ye, Zeng, Wu, Luo, Fang, and Chen}}}
\bibcite{cai2022network}{{16}{2022}{{Cai et~al.}}{{Cai, Gan, Lin, and Han}}}
\bibcite{lou2022dictformer}{{17}{2022}{{Lou et~al.}}{{Lou, Hua, Hsu, Shen, and Jin}}}
\bibcite{li2024Spark}{{18}{2024}{{Li et~al.}}{{Li, Zhi, Dong, Ye, and Jia}}}
\bibcite{zhao2024sal}{{19}{2024}{{Zhao et~al.}}{{Zhao, Ma, Liu, and Li}}}
\bibcite{qararyah2024efficient}{{20}{2024}{{Qararyah et~al.}}{{Qararyah, Azhar, and Trancoso}}}
\bibcite{lee2024resa}{{21}{2024}{{Lee and Yeh}}{{}}}
\bibcite{yu2023multiply}{{22}{2023{}}{{Yu et~al.}}{{Yu, Xiang, Miriyala, and Carlson}}}
\bibcite{giordano2024tinyforge}{{23}{2024}{{Giordano et~al.}}{{Giordano, Doshi, Lu, and Murmann}}}
\bibcite{jiang2022high}{{24}{2022}{{Jiang et~al.}}{{Jiang, Yu, and Ha}}}
\bibcite{sun2023efficient}{{25}{2023}{{Sun et~al.}}{{Sun, Cao, Crafton, Akarvardar, Mori, Fujiwara, Noguchi, Chih, Chang, Wang, et~al.}}}
\bibcite{chen2024bbs}{{26}{2024{}}{{Chen et~al.}}{{Chen, Meng, Seo, and Abdelfattah}}}
\bibcite{xia_chronusfed_2024}{{27}{}{{Xia et~al.}}{{Xia, Ying, Wei, Chen, Zhang, Jin, and Luo}}}
\bibcite{islam_fedclust_2024}{{28}{}{{Islam et~al.}}{{Islam, Javaherian, Xu, Yuan, Chen, and Tzeng}}}
\bibcite{hao_hasfl_2024}{{29}{}{{Hao et~al.}}{{Hao, Dong, Cen, Fu, Zhou, and Ding}}}
\bibcite{jang_fedclassavg_2023}{{30}{}{{Jang et~al.}}{{Jang, Ha, Jung, and Yoon}}}
\bibcite{lv_fedca_2024}{{31}{}{{Lv et~al.}}{{Lv, Shen, Chen, Jiang, Zhang, Chen, and Guo}}}
\bibcite{chen_gradient_2024}{{32}{}{{Chen et~al.}}{{Chen, Zhang, Zhao, Wang, and Xu}}}
\bibcite{yao_rethinking_2024}{{33}{}{{Yao et~al.}}{{Yao, Zhu, Liu, Xu, and Jin}}}
\bibcite{nguyen_feddrl_2022}{{34}{}{{Nguyen et~al.}}{{Nguyen, Nguyen, Nguyen, Nguyen, Nguyen, Pham, and Nguyen}}}
\bibcite{yu_asfl_2023}{{35}{}{{Yu et~al.}}{{Yu, Zhou, Chen, Li, and Dong}}}
\bibcite{zhang_learning_2023}{{36}{}{{Zhang et~al.}}{{Zhang, Zheng, Wu, Li, Shao, and Chen}}}
\bibcite{hu_spread_2023}{{37}{}{{Hu et~al.}}{{Hu, Liang, Han, Liu, Cheng, and Wang}}}
\bibcite{li_federated_2024}{{38}{}{{Li et~al.}}{{Li, Zhang, Cheng, and Liu}}}
\bibcite{du_credit-based_2023}{{39}{}{{Du et~al.}}{{Du, Zhang, Liu, Xu, and Yin}}}
\bibcite{su_online_2023}{{40}{}{{Su et~al.}}{{Su, Zhou, Wang, Fang, and Li}}}
\bibcite{10.1145/3489517.3530394}{{41}{2022{}}{{Chandrasekaran et~al.}}{{Chandrasekaran, Ergun, Lee, Nanjunda, Kang, and Rosing}}}
\bibcite{10.1145/3649329.3655917}{{42}{2024}{{Jia et~al.}}{{Jia, Hu, Chen, Yang, Xie, Liu, and Chen}}}
\bibcite{10.1145/3649329.3655934}{{43}{2024}{{Xiao et~al.}}{{Xiao, Duan, Song, Tang, and Yang}}}
\bibcite{10631004}{{44}{2024}{{Qi et~al.}}{{Qi, Ma, Zou, Yuan, Li, and Yu}}}
\bibcite{10631028}{{45}{2024{}}{{Chen et~al.}}{{Chen, Wang, Qiu, Zhang, Xiong, and Zheng}}}
\bibcite{10630980}{{46}{2024}{{Zhang et~al.}}{{Zhang, Tang, Liu, Yu, Zhuang, Zhao, Wang, Fang, and Li}}}
\bibcite{10631003}{{47}{2024}{{Jeter et~al.}}{{Jeter, Nguyen, Alharbi, and Thai}}}
\bibcite{10631001}{{48}{2024}{{Lewis et~al.}}{{Lewis, Varadharajan, Noman, Tupakula, and Li}}}
\bibcite{10.1145/3627703.3650082}{{49}{2024}{{Cheng et~al.}}{{Cheng, Eykholt, Gu, Jamjoom, Jayaram, Valdez, and Verma}}}
\bibcite{10.1145/3627703.3629575}{{50}{2024}{{Ching et~al.}}{{Ching, Chen, Kim, Ji, Wang, Da~Silva, and Hu}}}
\bibcite{10.1145/3627703.3650081}{{51}{2024}{{Khan et~al.}}{{Khan, Khan, Abdelmoniem, Fountain, Butt, and Anwar}}}
\bibcite{10.1145/3627703.3629559}{{52}{2024}{{Jiang et~al.}}{{Jiang, Wang, and Chen}}}
\bibcite{10.1145/3552326.3567485}{{53}{2023}{{Abdelmoniem et~al.}}{{Abdelmoniem, Sahu, Canini, and Fahmy}}}
\bibcite{10046104}{{54}{2022}{{Yu et~al.}}{{Yu, Nguyen, Abebe, Qian, Anwar, and Jannesari}}}
\bibcite{9923843}{{55}{2022}{{Tian et~al.}}{{Tian, Li, Shi, Wang, and Xu}}}
\bibcite{Harald2024TinyBFT}{{56}{2024}{{Böhm et~al.}}{{Böhm, Distler, and Wägemann}}}
\bibcite{luan2024using}{{57}{2024}{{Luan et~al.}}{{Luan, Kong, Zeng, 姚羽珂, Zhang, and Qiu}}}
\bibcite{Mendis2024DR}{{58}{2024}{{Mendis et~al.}}{{Mendis, Kang, Lin, Chen, and Hsiu}}}
\bibcite{wang2023IP}{{59}{2023}{{Wang et~al.}}{{Wang, Wu, Liu, Yuan, Chamberlain, and Zhang}}}
\bibcite{chan2022FHDDnn}{{60}{2022{}}{{Chandrasekaran et~al.}}{{Chandrasekaran, Ergun, Lee, Nanjunda, Kang, and Rosing}}}
\gdef \@abspage@last{88}
